STUDY ON REALISTIC TECHNOLOGY OF CONDITION MONITORING AND FAULT DIAGNOSTIC SYSTEM FOR SHIPPING POWER DEVICES

ＳＴＵＤＹＯＮＲＥＡＬＩＳＴＩＣＴＥＣＨＮＯＬＯＧＹＯＦＣＯＮＤＩＴＩＯＮＭＯＮＩＴＯＲＩＮＧＡＮＤＦＡＵＬＴＤＩＡＧＮＯＳＴＩＣＳＹＳＴＥＭＦＯＲＳＨＩＰＰＩＮＧＰＯＷＥＲＤＥＶＩＣＥＳＷｅｎＸｉｓｅｎ;ＬｉＹｕｅ;ＴａｎｇＢｉｎｇｙａｎｇ（Ｄｅｐ...     

Air combat target maneuver trajectory prediction based on robust regularized Volterra series and adaptive ensemble online transfer learning

Target maneuver trajectory prediction is an important prerequisite for air combat situation awareness and maneuver decision-making. However, how to use a large amount of trajectory data generated by air combat confrontation training to achieve real-time and accurate prediction of target maneuver trajectory is an urgent problem to be solved. To solve this problem, in this paper, a hybrid algorithm based on transfer learning, online learning, ensemble learning, regularization technology, target ma...     

Task assignment in ground-to-air confrontation based on multiagent deep reinforcement learning

The scale of ground-to-air confrontation task assignments is large and needs to deal with many concurrent task assignments and random events. Aiming at the problems where existing task assignment methods are applied to ground-to-air confrontation, there is low efficiency in dealing with complex tasks, and there are interactive conflicts in multiagent systems. This study proposes a multiagent architecture based on a one-general agent with multiple narrow agents(OGMN) to reduce task assignment con...     

The deformation and failure mechanism of cylindrical shell and square plate with pre-formed holes under blast loading

The deformation and failure mechanism of cylindrical shells and square plate with pre-formed holes under blast loading were investigated numerically by employing the Ansys 17.0 and Ls-Dyna 971. To calibrate the numerical model, the experiments of square plates with pre-formed circle holes were modeled and the numerical results have a good agreement with the experiment data. The calibrated numerical model was used to study the deformation and failure mechanism of cylindrical shells with pre-formed circle holes subjected to blast loading. The structure response and stress field changing process has been divided into four specific stages and the deformation mechanism has been discussed systematically. The local and global deformation curves, degree of damage, change of stress status and failure modes of cylindrical shell and square plate with pre-formed circular holes are obtained, compared and analyzed, it can be concluded as: (1) The transition of tensile stress fields is due to the geometrical characteristic of pre-formed holes and cylindrical shell with arch configuration; (2) The existence of pre-formed holes not only lead to the increasing of stress concentration around the holes, but also release the stress concentration during whole response process; (3) There are three and two kinds of failure modes for square plate and cylindrical shell with pre-formed holes, respectively. and the standoff distance has a key influence on the forming location of the crack initiating point and the locus of crack propagation; (4) The square plate with pre-formed holes has a better performance than cylindrical shell on blast-resistant capability at a smaller standoff distance, while the influence of pre-formed holes on the reduction of blast-resistant capability of square plate is bigger than that of cylindrical shell.     

组织他人偷越国（边）境罪停止形态的认定

组织他人偷越国(边)境罪可以分为预备、既遂、未遂、中止四种形态.该罪预备形态是指为实施组织偷渡行为而准备了工具、制造了条件,但因行为人意志以外的原因未能进一步着手实施组织偷渡行为的情况;既遂与未遂的区分应当以分段修正说为标准;中止形态的认定应当着重把握时空性、自动性、彻底性三个方面.